Shilei Wang

About Me 👨‍🎓

I am currently a Ph.D. candidate in Control Science and Engineering at the School of Automation, Northwestern Polytechnical University, under the supervision of Professor Gong Cheng. My research interests include visual object tracking, multimodal information fusion, and efficient model. My related works have been published in top-tier venues such as AAAI, ACM MM, IEEE TIP, IEEE TCSVT, Pattern Recognition, and ICMR.

Research Interests 🔍

• Computer Vision: Visual Object Tracking, Efficient Model, Multimodal Information Fusion

News 🔥

Publications 🧾

• 📄 [Mar. 2026] Object Tracking in the Real World: URVIS 2026 Study and Benchmark. Andong Lu, Zhaodong Ding, …, Shilei Wang, et al. CVPRW 2026 URVIS Workshop.

• 📄 [Mar. 2026] DCTrack: Divide-and-Conquer for Modality-Missing RGBT Tracking. Shilei Wang, Yipin Du, Yongkang Cheng, Pujian Lai, Dong Gao, Gong Cheng*. CVPRW 2026 URVIS Workshop.

• 📄 [June. 2026] LTSTrack:VisualTrackingwithLong-termTemporal.
  Zhaochuan Zeng, Shilei Wang, Yidong Song, Zhenhua Wang, J Ning*.
  Pattern Recognition (PR) (中科院一区; IF: 7.6).

• 📄 [Nov. 2025] Exploring Modality-Aware Fusion and Decoupled Temporal Propagation for Multi-Modal Object Tracking.
  Shilei Wang, Pujian Lai, Dong Gao, Jifeng Ning, Gong Cheng*.
  The 40th Annual AAAI Conference on Artificial Intelligence (AAAI) (CCF-A类会议).

• 📄 [July. 2025] Exploring Pruning-based Efficient Object Tracking via Hybrid Knowledge Distillation.
  Y Song#, S Wang#, Z Zeng, J Zheng, Z Wang, J Ning*.
  IEEE Transactions on Circuits and Systems for Video Technology (TCSVT)(中科院一区; IF: 11.1).

• 📄 [July. 2025] Mining Representative Tokens via Transformer-based Multi-Modal Interaction for RGB-T Tracking.
  P Lai, D Gao, S Wang, G Cheng*.
  Pattern Recognition (PR)(中科院一区; IF: 7.6).

• 📄 [July. 2025] Multi-State Tracker: Enhancing Efficient Object Tracking via Multi-State Specialization and Interaction.
  S Wang, G Cheng*, P Lai, D Gao, J Han.
  ACM Multimedia (ACM MM 2025) (CCF-A类会议; Oral).

• 📄 [June. 2025] Cross-alignment for Efficient Visual Object Tracking.
  S Wang, M Liang, S Huang, J Ning*, G Cheng.
  Pattern Recognition (PR) (中科院一区; IF: 7.6).

• 📄 [June. 2025] 基于特征协同重构的RGB-T无人机目标跟踪.
  D Gao, P Lai, S Wang, G Cheng*.
  航空学报 (EI; 航空航天类中文期刊第一).

• 📄 [Apr. 2025] Inter-Diffusion Generation Model of Speakers and Listeners for Effective Communication.
  J Huang, Y Cheng*, M Yu, G Han, J Li, J Zhang, S Wang, X Gu.
  International Conference on Multimedia Retrieval (ICMR 2025) (CCF-B类会议).

• 📄 [Sep. 2024] Modelling of Multiple Spatial-Temporal Relations for Robust Visual Object Tracking.
  S Wang, Z Wang, Q Sun, G Cheng, J Ning*.
  IEEE Transactions on Image Processing (TIP) (中科院一区; CCF-A类期刊; IF: 13.7).

• 📄 [Aug. 2024] Bidirectional Interaction of CNN and Transformer Features for Visual Tracking.
  B Sun, Z Wang, S Wang, Y Cheng, J Ning*.
  IEEE Transactions on Circuits and Systems for Video Technology (TCSVT) (中科院一区; IF: 11.1).

• 📄 [Feb. 2024] IoUNet++: Spatial Cross-Layer Interaction-Based Bounding Box Regression for Visual Tracking.
  S Wang, Y Han, B Sun, J Ning*.
  IET Computer Vision (CCF-C; IF: 2.3).

• 📄 [Oct. 2021] Do We Really Need Frame-by-Frame Annotation Datasets for Object Tracking?
  L Hu, S Huang, S Wang, W Liu, J Ning*.
  ACM Multimedia (ACM MM 2021) (CCF-A类会议; Oral).

Honors & Awards 🌟

• 🥈 [Mar. 2026] 在CVPRW URVIS 2026 Object Tracking Challenge 中获得 Special Track 第二名。
• 🏆 [Oct. 2025] 获得西北工业大学优秀博士研究生。
• 🏛️ [June. 2025] 获得西北工业大学博士论文创新基金资助。
• 🥈 [Oct. 2024] “东方航天港·地卫二杯” 遥感影像智能处理算法大赛-弱小目标检测跟踪赛道 二等奖。
• 🥇 [Oct. 2021] 获得ECV2021年极市计算机视觉开发者榜单大赛-驾驶员不良驾驶识别赛道 第一名。

Services 🙌

I have served as a reviewer for top conferences and journals, including CVPR, ICCV, AAAI, ACM MM, IEEE TCSVT, and Pattern Recognition.

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